Advances In Automated Negotiations

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Advances in Automated Negotiations

Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Advances in Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Publisher : Unknown
Page : 128 pages
File Size : 53,6 Mb
Release : 2021
Category : Intelligent agents (Computer software)
ISBN : 9811558701

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Advances in Automated Negotiations by Takayuki Ito,Minjie Zhang,Reyhan Aydoğan Pdf

This book discusses important recent advances in automated negotiations. It introduces a number of state-of-the-art autonomous agents for large-scale and complex negotiations, and demonstrates that automated negotiation is one of the most important areas in the field of autonomous agents and multi-agent systems. Further, it presents automated negotiation scenarios involving negotiation encounters that may have, for instance, a large number of agents or a large number of issues with interdependencies and/or real-time constraints. This book includes carefully selected and reviewed outcomes of the 11th International Workshop on Automated Negotiations (ACAN) held in Stockholm, Sweden, 2018, in conjunction with IJCAI-ECAI-2018. Written by leading academic and industrial researchers, it is a valuable resource for professionals and scholars working on complex automated negotiations. Furthermore, the in-depth descriptions of automated negotiating agent programs help readers who are involved in writing codes for automated agents.

Recent Advances in Agent-based Negotiation

Reyhan Aydoğan,Takayuki Ito,Ahmed Moustafa,Takanobu Otsuka,Minjie Zhang
Recent Advances in Agent based Negotiation Book PDF

Author : Reyhan Aydoğan,Takayuki Ito,Ahmed Moustafa,Takanobu Otsuka,Minjie Zhang
Publisher : Springer Nature
Page : 119 pages
File Size : 46,5 Mb
Release : 2021-05-10
Category : Technology & Engineering
ISBN : 9789811604713

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Recent Advances in Agent-based Negotiation by Reyhan Aydoğan,Takayuki Ito,Ahmed Moustafa,Takanobu Otsuka,Minjie Zhang Pdf

This volume comprises carefully selected and reviewed outcomes of the 12th International Workshop on Automated Negotiations (ACAN) held in Macao, 2019, in conjunction with International Joint Conference on Artificial Intelligence (IJCAI) 2019. It focuses on human aspects of automated negotiation and the recent advances in negotiation frameworks and strategies. Written by leading academic and industrial researchers, it is a valuable resource for professionals and scholars working on complex automated negotiations.

Recent Advances in Agent-based Complex Automated Negotiation

Naoki Fukuta,Takayuki Ito,Minjie Zhang,Katsuhide Fujita,Valentin Robu
Recent Advances in Agent based Complex Automated Negotiation Book PDF

Author : Naoki Fukuta,Takayuki Ito,Minjie Zhang,Katsuhide Fujita,Valentin Robu
Publisher : Springer
Page : 293 pages
File Size : 41,9 Mb
Release : 2016-03-24
Category : Technology & Engineering
ISBN : 9783319303079

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Recent Advances in Agent-based Complex Automated Negotiation by Naoki Fukuta,Takayuki Ito,Minjie Zhang,Katsuhide Fujita,Valentin Robu Pdf

This book covers recent advances in Complex Automated Negotiations as a widely studied emerging area in the field of Autonomous Agents and Multi-Agent Systems. The book includes selected revised and extended papers from the 7th International Workshop on Agent-Based Complex Automated Negotiation (ACAN2014), which was held in Paris, France, in May 2014. The book also includes brief introductions about Agent-based Complex Automated Negotiation which are based on tutorials provided in the workshop, and brief summaries and descriptions about the ANAC'14 (Automated Negotiating Agents Competition) competition, where authors of selected finalist agents explain the strategies and the ideas used by them. The book is targeted to academic and industrial researchers in various communities of autonomous agents and multi-agent systems, such as agreement technology, mechanism design, electronic commerce, related areas, as well as graduate, undergraduate, and PhD students working in those areas or having interest in them.

Exploring the Strategy Space of Negotiating Agents

Tim Baarslag
Exploring the Strategy Space of Negotiating Agents Book PDF

Author : Tim Baarslag
Publisher : Springer
Page : 276 pages
File Size : 50,6 Mb
Release : 2016-01-21
Category : Technology & Engineering
ISBN : 9783319282435

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Exploring the Strategy Space of Negotiating Agents by Tim Baarslag Pdf

This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the area of automated negotiation. It gives new practical and theoretical insights into the design and evaluation of automated negotiators. It describes an innovative negotiating agent framework that enables systematic exploration of the space of possible negotiation strategies by recombining different agent components. Using this framework, new and effective ways are formulated for an agent to learn, bid, and accept during a negotiation. The findings have been evaluated in four annual instantiations of the International Automated Negotiating Agents Competition (ANAC), the results of which are also outlined here. The book also describes several methodologies for evaluating and comparing negotiation strategies and components, with a special emphasis on performance and accuracy measures.

Advances in Agent-Based Complex Automated Negotiations

Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
Advances in Agent Based Complex Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
Publisher : Springer Science & Business Media
Page : 220 pages
File Size : 50,9 Mb
Release : 2009-09-14
Category : Computers
ISBN : 9783642031892

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Advances in Agent-Based Complex Automated Negotiations by Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo Pdf

Complex Automated Negotiations have been widely studied and are becoming an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependency between issues, representation of utility, negotiation protocol, negotiation form (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with adequate bargaining strategies. In many multi-issue bargaining settings, negotiation becomes more than a zero-sum game, so bargaining agents have an incentive to cooperate in order to achieve efficient win-win agreements. Also, in a complex negotiation, there could be multiple issues that are interdependent. Thus, agent’s utility will become more complex than simple utility functions. Further, negotiation forms and protocols could be different between bilateral situations and multi-party situations. To realize such a complex automated negotiati on, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bays nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decisionmaking support tools, negotiation support tools, collaboration tools, etc. These issues are explored by researchers from different communities in Autonomous Agents and Multi-Agent systems. They are, for instance, being studied in agent negotiation, multi-issue negotiations, auctions, mechanism design, electronic commerce, voting, secure protocols, matchmaking & brokering, argumentation, and co-operation mechanisms. This book is also edited from some aspects of negotiation researches including theoretical mechanism design of trading based on auctions, allocation mechanism based on negotiation among multi-agent, case-study and analysis of automated negotiations, data engineering issues in negotiations, and so on.

Innovations in Agent-Based Complex Automated Negotiations

Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamaki
Innovations in Agent Based Complex Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamaki
Publisher : Springer
Page : 196 pages
File Size : 54,9 Mb
Release : 2010-10-13
Category : Technology & Engineering
ISBN : 9783642156120

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Innovations in Agent-Based Complex Automated Negotiations by Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamaki Pdf

Complex Automated Negotiations have been widely studied and are becoming an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependency between issues, representation of utility, negotiation protocol, negotiation form (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with adequate bargaining strategies. In many multi-issue bargaining settings, negotiation becomes more than a zero-sum game, so bargaining agents have an incentive to cooperate in order to achieve efficient win-win agreements. Also, in a complex negotiation, there could be multiple issues that are interdependent. Thus, agent's utility will become more complex than simple utility functions. Further, negotiation forms and protocols could be different between bilateral situations and multi-party situations. To realize such a complex automated negotiation, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bays nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decision-making support tools, negotiation support tools, collaboration tools, etc. In this book, we solicit papers on all aspects of such complex automated negotiations in the field of Autonomous Agents and Multi-Agent Systems. In addition, this book includes papers on the ANAC 2010 (Automated Negotiating Agents Competition), in which automated agents who have different negotiation strategies and implemented by different developers are automatically negotiate in the several negotiation domains. ANAC is one of real testbeds in which strategies for automated negotiating agents are evaluated in a tournament style.

New Trends in Agent-Based Complex Automated Negotiations

Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
New Trends in Agent Based Complex Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
Publisher : Springer Science & Business Media
Page : 179 pages
File Size : 52,6 Mb
Release : 2011-10-08
Category : Computers
ISBN : 9783642246951

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New Trends in Agent-Based Complex Automated Negotiations by Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo Pdf

Complex Automated Negotiations represent an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. Automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependencies between these issues, representation of utilities, the negotiation protocol, the number of parties in the negotiation (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with efficient bargaining strategies. To realize such a complex automated negotiation, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bayes nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decision-making support tools, negotiation support tools, collaboration tools, etc. This book aims to provide a description of the new trends in Agent-based, Complex Automated Negotiation, based on the papers from leading researchers. Moreover, it gives an overview of the latest scientific efforts in this field, such as the platform and strategies of automated negotiating techniques.

Advances in Automated Negotiations

Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Advances in Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Publisher : Springer Nature
Page : 141 pages
File Size : 53,9 Mb
Release : 2020-08-28
Category : Technology & Engineering
ISBN : 9789811558696

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Advances in Automated Negotiations by Takayuki Ito,Minjie Zhang,Reyhan Aydoğan Pdf

This book discusses important recent advances in automated negotiations. It introduces a number of state-of-the-art autonomous agents for large-scale and complex negotiations, and demonstrates that automated negotiation is one of the most important areas in the field of autonomous agents and multi-agent systems. Further, it presents automated negotiation scenarios involving negotiation encounters that may have, for instance, a large number of agents or a large number of issues with interdependencies and/or real-time constraints. This book includes carefully selected and reviewed outcomes of the 11th International Workshop on Automated Negotiations (ACAN) held in Stockholm, Sweden, 2018, in conjunction with IJCAI-ECAI-2018. Written by leading academic and industrial researchers, it is a valuable resource for professionals and scholars working on complex automated negotiations. Furthermore, the in-depth descriptions of automated negotiating agent programs help readers who are involved in writing codes for automated agents.

Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges

Rafik Hadfi,Reyhan Aydoğan,Takayuki Ito,Ryuta Arisaka
Recent Advances in Agent Based Negotiation Applications and Competition Challenges Book PDF

Author : Rafik Hadfi,Reyhan Aydoğan,Takayuki Ito,Ryuta Arisaka
Publisher : Springer Nature
Page : 151 pages
File Size : 40,7 Mb
Release : 2023-03-20
Category : Computers
ISBN : 9789819905614

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Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges by Rafik Hadfi,Reyhan Aydoğan,Takayuki Ito,Ryuta Arisaka Pdf

This book comprises carefully selected and reviewed outcomes of the 13th International Workshop on Automated Negotiations (ACAN) held in Vienna, 2022, in conjunction with International Joint Conference on Artificial Intelligence (IJCAI) 2022. It focuses on the applications and challenges of agent-based negotiation including agreement technology, mechanism design, electronic commerce, recommender systems, supply chain management, social choice theory, and others. This book is intended for the academic and industrial researchers of various communities of autonomous agents and multi-agent systems, as well as graduate students studying in those areas or having interest in them.

Modern Approaches to Agent-based Complex Automated Negotiation

Katsuhide Fujita,Quan Bai,Takayuki Ito,Minjie Zhang,Fenghui Ren,Reyhan Aydoğan,Rafik Hadfi
Modern Approaches to Agent based Complex Automated Negotiation Book PDF

Author : Katsuhide Fujita,Quan Bai,Takayuki Ito,Minjie Zhang,Fenghui Ren,Reyhan Aydoğan,Rafik Hadfi
Publisher : Springer
Page : 255 pages
File Size : 50,8 Mb
Release : 2017-04-07
Category : Technology & Engineering
ISBN : 9783319515632

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Modern Approaches to Agent-based Complex Automated Negotiation by Katsuhide Fujita,Quan Bai,Takayuki Ito,Minjie Zhang,Fenghui Ren,Reyhan Aydoğan,Rafik Hadfi Pdf

This book addresses several important aspects of complex automated negotiations and introduces a number of modern approaches for facilitating agents to conduct complex negotiations. It demonstrates that autonomous negotiation is one of the most important areas in the field of autonomous agents and multi-agent systems. Further, it presents complex automated negotiation scenarios that involve negotiation encounters that may have, for instance, a large number of agents, a large number of issues with strong interdependencies and/or real-time constraints.

Negotiation and Argumentation in Multi-Agent Systems

Fernando Lopes,Helder Coelho
Negotiation and Argumentation in Multi Agent Systems Book PDF

Author : Fernando Lopes,Helder Coelho
Publisher : Bentham Science Publishers
Page : 439 pages
File Size : 43,9 Mb
Release : 2014-04-08
Category : Computers
ISBN : 9781608058242

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Negotiation and Argumentation in Multi-Agent Systems by Fernando Lopes,Helder Coelho Pdf

Agent technology has generated lots of excitement in the past decade. Currently, multi-agent systems (MAS) composed of autonomous agents representing individuals or organizations and capable of reaching mutually beneficial agreements through negotiation and argumentation are becoming increasingly important and pervasive. Research on both automated negotiation and argumentation in MAS has a vigorous, exciting tradition. However, efforts to integrate both areas have received only selective attention in the academia and the practitioner literature. A symbiotic relationship could significantly strengthen each area’s progress and trigger new R&D challenges and prospects toward the advancement of automated negotiators and argumentation tools. Negotiation and Argumentation in Multi-Agent Systems presents the current state-of-the-art on the theory and practice of automated negotiation and argumentation in MAS. The eBook encourages the interaction between these two areas in data modelling and attempts to converge them toward mutual enhancement and synergism. Equally, the monograph brings together researchers and industry practitioners specialized in these areas to share R&D results and discuss existing and emerging theoretical and applied problems. This book is intended as a textbook for graduate courses and a reference book for researchers, advanced-level students in Computers Science, and IT practitioners.

Complex Automated Negotiations: Theories, Models, and Software Competitions

Takayuki Ito,Minjie Zhang,Valentin Robu,Tokuro Matsuo
Complex Automated Negotiations Theories Models and Software Competitions Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Tokuro Matsuo
Publisher : Springer
Page : 239 pages
File Size : 53,7 Mb
Release : 2012-09-13
Category : Technology & Engineering
ISBN : 9783642307379

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Complex Automated Negotiations: Theories, Models, and Software Competitions by Takayuki Ito,Minjie Zhang,Valentin Robu,Tokuro Matsuo Pdf

Complex Automated Negotiations are a widely studied, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. For this book, we solicited papers on all aspects of such complex automated negotiations, which are studied in the field of Autonomous Agents and Multi-Agent Systems. This book includes two parts, which are Part I: Agent-based Complex Automated Negotiations and Part II: Automated Negotiation Agents Competition. Each chapter in Part I is an extended version of ACAN 2011 papers after peer reviews by three PC members. Part II includes ANAC 2011 (The Second Automated Negotiating Agents Competition), in which automated agents who have different negotiation strategies and implemented by different developers are automatically negotiate in the several negotiation domains. ANAC is an international competition in which automated negotiation strategies, submitted by a number of universities and research institutes across the world, are evaluated in a tournament style. The purpose of the competition is to steer the research in the area of bilateral multi-issue, closed negotiation. This book includes rules, results, agents and domains descriptions for ANAC2011 submitted by organizers and finalists.

Advances in Agent-Based Complex Automated Negotiations

Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
Advances in Agent Based Complex Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
Publisher : Springer
Page : 216 pages
File Size : 45,7 Mb
Release : 2009-10-06
Category : Computers
ISBN : 9783642031908

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Advances in Agent-Based Complex Automated Negotiations by Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo Pdf

Complex Automated Negotiations have been widely studied and are becoming an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependency between issues, representation of utility, negotiation protocol, negotiation form (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with adequate bargaining strategies. In many multi-issue bargaining settings, negotiation becomes more than a zero-sum game, so bargaining agents have an incentive to cooperate in order to achieve efficient win-win agreements. Also, in a complex negotiation, there could be multiple issues that are interdependent. Thus, agent’s utility will become more complex than simple utility functions. Further, negotiation forms and protocols could be different between bilateral situations and multi-party situations. To realize such a complex automated negotiati on, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bays nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decisionmaking support tools, negotiation support tools, collaboration tools, etc. These issues are explored by researchers from different communities in Autonomous Agents and Multi-Agent systems. They are, for instance, being studied in agent negotiation, multi-issue negotiations, auctions, mechanism design, electronic commerce, voting, secure protocols, matchmaking & brokering, argumentation, and co-operation mechanisms. This book is also edited from some aspects of negotiation researches including theoretical mechanism design of trading based on auctions, allocation mechanism based on negotiation among multi-agent, case-study and analysis of automated negotiations, data engineering issues in negotiations, and so on.

Principles of Automated Negotiation

Shaheen Fatima,Sarit Kraus,Michael Wooldridge
Principles of Automated Negotiation Book PDF

Author : Shaheen Fatima,Sarit Kraus,Michael Wooldridge
Publisher : Cambridge University Press
Page : 293 pages
File Size : 52,7 Mb
Release : 2015
Category : Business & Economics
ISBN : 9781107002548

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Principles of Automated Negotiation by Shaheen Fatima,Sarit Kraus,Michael Wooldridge Pdf

Top researchers investigate the main challenges and state of the art in automated negotiation and discuss potential applications.

Next Frontier in Agent-based Complex Automated Negotiation

Katsuhide Fujita,Takayuki Ito,Minjie Zhang,Valentin Robu
Next Frontier in Agent based Complex Automated Negotiation Book PDF

Author : Katsuhide Fujita,Takayuki Ito,Minjie Zhang,Valentin Robu
Publisher : Springer
Page : 151 pages
File Size : 52,9 Mb
Release : 2015-03-17
Category : Technology & Engineering
ISBN : 9784431555254

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Next Frontier in Agent-based Complex Automated Negotiation by Katsuhide Fujita,Takayuki Ito,Minjie Zhang,Valentin Robu Pdf

This book focuses on automated negotiations based on multi-agent systems. It is intended for researchers and students in various fields involving autonomous agents and multi-agent systems, such as e-commerce tools, decision-making and negotiation support systems, and collaboration tools. The contents will help them to understand the concept of automated negotiations, negotiation protocols, negotiating agents’ strategies, and the applications of those strategies. In this book, some negotiation protocols focusing on the multiple interdependent issues in negotiations are presented, making it possible to find high-quality solutions for the complex agents’ utility functions. This book is a compilation of the extended versions of the very best papers selected from the many that were presented at the International Workshop on Agent-Based Complex Automated Negotiations.